Jinwoo Bae

According to our database, Jinwoo Bae authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Study on the Generality of Neural Network Structures for Monocular Depth Estimation.

Jinwoo Bae, Kyumin Hwang, Sunghoon Im

IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

2023

Fusing physics-inferred information from stochastic model with machine learning approaches for degradation prediction.

Zhanhang Li, Jian Zhou, Hani Nassif, David W. Coit, Jinwoo Bae

Reliab. Eng. Syst. Saf., April, 2023

Rotation Matters: Generalized Monocular 3D Object Detection for Various Camera Systems.

Sungho Moon, Jinwoo Bae, Sunghoon Im

CoRR, 2023

Impact Assessment Framework for Grid Integration of Energy Storage Systems and Renewable Energy Sources Toward Clean Energy Transition.

Farhad Angizeh, Jinwoo Bae, Joyce Chen, Alexander Klebnikov, Mohsen A. Jafari

IEEE Access, 2023

Deep Digging into the Generalization of Self-Supervised Monocular Depth Estimation.

Jinwoo Bae, Sungho Moon, Sunghoon Im

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Learning of physical health timestep using the LSTM network for remaining useful life estimation.

Jinwoo Bae, Zhimin Xi

Reliab. Eng. Syst. Saf., 2022

MonoFormer: Towards Generalization of self-supervised monocular depth estimation with Transformers.

Jinwoo Bae, Sungho Moon, Sunghoon Im

CoRR, 2022

2021

Distributed Moving Horizon Estimation via Operator Splitting for Automated Robust Power System State Estimation.

Jinsung Kim, Ji-Han Kang, Jinwoo Bae, Wonhyung Lee, Kwang-Ki K. Kim

IEEE Access, 2021

2020

Economic Nonlinear Predictive Control for Real-Time Optimal Energy Management of Parallel Hybrid Electric Vehicles.

Jinsung Kim, Hoonhee Kim, Jinwoo Bae, Dohee Kim, Jeong Soo Eo, Kwang-Ki K. Kim

IEEE Access, 2020